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1117df1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | system:
name: "RawTFNet"
slug: "rawtfnet"
description: >
Lightweight raw-waveform CNN for speech anti-spoofing: sinc-convolution
front-end, depthwise-separable Res2Net-SE conv blocks, and a Tf-SepNet
(time-frequency separable) classifier (depth=10, width=32). ASVspoof2019 LA
pretrained, FP32, deterministic first-64600-sample window (no random crop).
code: "https://github.com/swagshaw/RawTFNet-Pytorch"
checkpoint: "https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawTFNet/blob/aa12f0fe2f10cc5278c954175a12c18cc43e3113/Best_RawTFNet_32.pth"
params_millions: 0.177540
paper:
arxiv_id: "2507.08227"
url: "https://arxiv.org/abs/2507.08227"
bibtex: |
@article{xiao2025rawtfnet,
title={RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing},
author={Xiao, Yang and Dang, Ting and Das, Rohan Kumar},
journal={arXiv preprint arXiv:2507.08227},
year={2025}
}
notes: "Deterministic first-64600-sample window (no random crop). Full RawTFNet (width=32), Best_RawTFNet_32.pth."
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